{"id":"W2504569954","doi":"10.4018/978-1-61520-731-2.ch003","title":"Simulation in Health Professional Education","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Health professionals; Software; Health care; Medical education; Work (physics); Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002809525,0.0003486425,0.00051291,0.0002645461,0.0001289207,0.00002010306,0.0001112592,0.0007646325,0.000387329],"category_scores_gemma":[0.0001057419,0.0003626448,0.0001253334,0.00004846826,0.00007090098,0.00004329668,0.00003162632,0.0009421282,0.0001972311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685753,"about_ca_system_score_gemma":0.0104173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005137331,"about_ca_topic_score_gemma":0.0002315889,"domain_scores_codex":[0.9976089,0.00004638633,0.0009131695,0.0005293807,0.000571536,0.0003306234],"domain_scores_gemma":[0.9977213,0.0002107047,0.0005166506,0.0005902064,0.0005856308,0.0003755677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002383944,0.000196656,0.021448,0.00119613,0.00003506557,0.000007391398,0.0007734709,0.0007741373,0.000009895741,0.9472451,0.001851454,0.02622426],"study_design_scores_gemma":[0.003581499,0.0006720538,0.1061122,0.01119986,0.0001451843,0.00009450175,0.0004757037,0.003104629,0.00003401037,0.6863677,0.186622,0.001590742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01040535,0.0008947802,0.00008498631,0.005828261,0.006947742,0.003730654,0.0001174591,0.0002306419,0.9717602],"genre_scores_gemma":[0.8760274,0.000002473255,0.00119179,0.00456388,0.001232664,0.00007711355,0.0002142289,0.00006385477,0.1166266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.865622,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574790981764211,"score_gpt":0.3928657842237642,"score_spread":0.3571178744061221,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}